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Research article

First published 2022-10

Multi-scale attention mechanism residual neural network for fault diagnosis of rolling bearings

Yan Wang, Jie Liang, Xiaoguang Gu [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025-3

A bearing fault diagnosis method based on M-SSCNN and M-LR attention mechanism

Yonghua Li, Zhihui Men, Xiaoning Bai [...]

Structural Health Monitoring

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Research article

First published 2024-7

A rolling bearing fault diagnosis method based on a convolutional neural network with frequency attention mechanism

Hui Zhou, Runda Liu, Yaxin Li [...]

Structural Health Monitoring

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Research article

First published 2025-11

Research on bearing fault diagnosis algorithm based on attention mechanism and dynamic convolutional neural network

Guili Peng, Huanyu Wu, Baohua Cheng [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2026

A novel lightweight classification model based on dynamic separation representation and adaptive mapping decision for mechanical bearing fault diagnosis under strong noise interference

Xiangjiang Zhao, Chao Wang, Jingting Sun [...]

Structural Health Monitoring

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Research article

First published 2025

Time varying filter empirical mode decomposition and MobileNet-V3 algorithms for fault diagnosis of rolling bearing with efficient channel attention mechanism

Wentao Dong, Xiaopeng Qiu, Daojin Yao [...]

Journal of Vibration and Control

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Research article

First published 2026

Fine-grained multisource domain adaptation for bearing fault diagnosis using attention mechanism

Zhihui Qi, Zhengkun Xie, Jun Hu [...]

Structural Health Monitoring

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Research article

First published 2024-3

A modular fault diagnosis method for rolling bearing based on mask kernel and multi-head self-attention mechanism

Sifan Li, Yanhe Xu, Wei Jiang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-10

A fault diagnosis model for inter-shaft bearing based on attention mechanism fusion and deep domain adaptation

Jing Tian, Zheng Lin, Jingdi Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2024-12

A rolling bearing fault diagnosis method based on a new data fusion mechanism and improved CNN

Tianzhuang Yu, Zhaohui Ren, Yongchao Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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